2258 search results - page 307 / 452 » Structured Sparsity in Structured Prediction |
132
Voted
AAAI
2008
15 years 5 months ago
2008
Matrix factorization algorithms are frequently used in the machine learning community to find low dimensional representations of data. We introduce a novel generative Bayesian pro...
108
Voted
CDC
2008
IEEE
15 years 4 months ago
2008
IEEE
Prediction error identification requires that data be informative with respect to the chosen model structure. Whereas sufficient conditions for informative experiments have been av...
125
Voted
ASYNC
2005
IEEE
15 years 4 months ago
2005
IEEE
Guaranteed services (GS) are important in that they provide predictability in the complex dynamics of shared communication structures. This paper discusses the implementation of G...
127
Voted
EMNLP
2008
15 years 4 months ago
2008
We demonstrate the effectiveness of multilingual learning for unsupervised part-of-speech tagging. The key hypothesis of multilingual learning is that by combining cues from multi...
119
Voted
FOIS
2008
15 years 4 months ago
2008
: An ontology of general science knowledge (SKIo) is developed to enhance machine representation and use of scientific theories in emerging e-Science Knowledge Infrastructures. SKI...